typesdigital commited on
Commit
951b324
·
1 Parent(s): d139945

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +23 -0
app.py CHANGED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline
3
+
4
+ # Load the weather question answering model from Hugging Face
5
+ model = pipeline("question-answering", model="mrm8488/t5-base-finetuned-weather-questions")
6
+
7
+ def get_weather(question):
8
+ # Use the weather question answering model to get the answer
9
+ answer = model({
10
+ "question": question,
11
+ "context": "The weather today is sunny with a temperature of 25 degrees Celsius."
12
+ })
13
+ return answer["answer"]
14
+
15
+ # Create a Gradio interface for the weather app
16
+ def app():
17
+ weather_question = gr.inputs.Textbox(lines=2, label="Ask a weather-related question")
18
+ result = gr.outputs.Textbox(label="Answer")
19
+
20
+ gr.Interface(fn=get_weather, inputs=weather_question, outputs=result).launch()
21
+
22
+ # Run the weather app
23
+ app()